Lead Machine Learning Engineer

工作 ID 10102659 地點圣莫尼卡, 加利福尼亚州, 美國 / 旧金山, 加利福尼亚州, 美國 / 纽约, 纽约州, 美國 / 西雅圖, 华盛顿州, 美國 有意工作的公司 Disney Entertainment & ESPN Technology 日期已公佈 Nov. 04, 2024

申請

工作概要:

Disney Entertainment & ESPN Technology

On any given day at Disney Entertainment & ESPN Technology, we’re reimagining ways to create magical viewing experiences for the world’s most beloved stories while also transforming Disney’s media business for the future. Whether that’s evolving our streaming and digital products in new and immersive ways, powering worldwide advertising and distribution to maximize flexibility and efficiency, or delivering Disney’s unmatched entertainment and sports content, every day is a moment to make a difference to partners and to hundreds of millions of people around the world.

A few reasons why we think you’d love working for Disney Entertainment & ESPN Technology

Building the future of Disney’s media business: DE&E Technologists are designing and building the infrastructure that will power Disney’s media, advertising, and distribution businesses for years to come.

Reach & Scale: The products and platforms this group builds and operates delight millions of consumers every minute of every day – from Disney+ and Hulu, to ABC News and Entertainment, to ESPN and ESPN+, and much more.

Innovation: We develop and execute groundbreaking products and techniques that shape industry norms and enhance how audiences experience sports, entertainment & news.

User Household

The User Household team builds critical User Capabilities that are shared across all experiences on the streaming services: Disney+, Hulu, ESPN+ and Star+. We implement reliable, high-throughput services and pipelines for gathering information about our users, and delivering personalized experiences. We're a fast-paced, dynamic, collaborative and fun team, and are looking for someone who can slot right in and start delivering from day 1.

Job Summary:

As a Lead Machine Learning Engineer, you will collaborate closely with engineers, project managers, and product managers to find the best solution for our viewers. You will drive projects end-to-end: leveraging ML techniques to design the initial solution; finding alignment with partner teams; execution of the necessary code; and overseeing the deployment of code to production. Members of the team look to your code and documentation as examples of excellence. You value good-faith collaboration, driving best practices, and promoting excellence on your team. If this sounds like you, we would love to hear from you!

Responsibilities and Duties of the Role:

Leverage knowledge of ML methods and techniques to design new Machine Learning solutions and drive alignment across engineering and product teams.

Write code to implement new ML features or optimize existing services.

Expertly break down work at the epic level, setting project milestones with reasonable deadlines.

Prioritize work within a project to deliver on the most necessary or urgent requirements.

Anticipate and mitigate risk on projects.

Effectively communicate with stakeholders on project progress.

Actively participate in daily stand-ups and other scrum ceremonies.

Determine the most efficient means to sufficiently test new code: unit tests, integration tests, performance tests, etc.

Set best practices for the team for on-call responsibilities such as deployments, monitoring, and investigating incidents

Use logs, monitoring tools, and work with developers to determine root causes across distributed components.

Perform code reviews for members of the team, bearing a sense of responsibility for approved code.

Coach and mentor teammates in an open, respectful, flexible, empathetic manner. Help onboard new team members.

Required Education, Experience/Skills/Training:

Basic Qualifications

Bachelor’s degree in Computer Science, Information Systems, Software, Electrical or Electronics Engineering, or comparable field of study, and/or equivalent work experience

7+ years of related experience crafting and operating Machine learning services.

1+ years of related experience crafting and operating large-scale, high-availability backend services.

Experience crafting and operating JVM services (such as Java, Scala, Kotlin).

Proven track record of designing and driving consensus on backend architectures.

Deep understanding of and experience using caching technologies (such as Redis, Memcached, EHcache).

Strong grasp of computer science fundamentals (data structures, algorithms, databases, etc).

Strong understanding of design patterns and principles.

Experience with asynchronous programming.

Experience with object-oriented programming patterns.

Experience with functional programming patterns.

Experience using source control systems and CI/CD pipelines (such as git, Github, Jenkins).

Experience with AGILE/Scrum practices.

Skilled at work breakdown and task estimation.

1+ years practicing operational best practices for service maintenance.

Experience deploying and scaling within a cloud infrastructure.

Experience with observability tools for metrics, logging, and monitoring (such as Datadog, Grafana).

Strong communication skills and a desire to share your knowledge with team members and others.

The hiring range for this position in Los Angeles, CA is $167,700 - $224,900, for Seattle, WA & New York, NY is $175,800 - $235,700, and for San Francisco, CA is $183,700 - $246,400. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s geographic region, job-related knowledge, skills, and experience among other factors. A bonus and/or long-term incentive units may be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits, dependent on the level and position offered.

申請

關於Disney Entertainment & ESPN Technology:

Disney Entertainment 和 ESPN Technology (DE&E Technology) 為 Disney 的兩個媒體業務部門提供技術骨幹和產品開發，同時幫助公司處於創新尖端，使公司能夠不斷利用技術增強故事講述和創造力，同時為其業務提供可擴展性、靈活性和效率

關於 The Walt Disney Company:

Walt Disney Company 連同其子公司和聯營公司，是領先的多元化國際家庭娛樂和媒體企業，其業務主要涉及三個範疇：Disney Entertainment、ESPN 及 Disney Experiences。Disney 在 1920 年代的起步之初，只是一間卡通工作室，至今已成為娛樂界的翹楚，並昂然堅守傳承，繼續為家庭中每位成員創造世界一流的故事與體驗。Disney 的故事、人物與體驗傳遍世界每個角落，深入人心。我們在 40 多個國家/地區營運業務，僱員及演藝人員攜手協力，創造全球和當地人們都珍愛的娛樂體驗。

這個職位隸屬於 Disney Streaming Technology LLC，其所屬的業務部門是 Disney Entertainment & ESPN Technology。

Disney Streaming Technology LLC 是提供平等就業機會的僱主。求職者都會獲得聘僱考量的機會，不分種族、宗教、膚色、生理性別、性傾向、社會性別、性別認同、性別表達、原國籍、血統、年齡、婚姻狀態、軍人或退伍軍人身份、醫療狀況、遺傳資訊或殘疾狀況、或者聯邦、州級或地方法律所禁止的其他任何基本特徵。Disney 提倡讓所有人的想法和決策都有助我們發展、創新、創造最好故事的商業環境，並與瞬息萬變的世界息息相關。

就業申請的殘疾便利安排

The Walt Disney Company 及其聯營公司是推動平等就業機會的僱主，歡迎所有求職者，包括殘疾人士及殘疾退伍軍人。如你是殘疾人士，並需要合理便利安排以搜尋職位空缺或申請職位，請將要求發送至Candidate.Accommodations@Disney.com。本電郵地址不擬用於一般僱傭查詢或通訊。我們只會回應與網上申請系統殘疾人士無障礙功能相關的要求。

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